DTD
Benchmarks
TaskDatasetSOTA resultTrendResults
DTD zero-shot
84.5Accuracy
15
DTD (test)
71.9Accuracy
15
DTD MDCII Order-I
54.2Transfer Accuracy
13
DTD
41.17Clean Accuracy
13
DTD (test)
63.8NMI
13
DTD
86.14Base Accuracy
13
DTD-Synthetic
98.8AUROC
13
DTD
0.11CovGap
12
DTD
19Average Set Size
12
DTD
9CovGap
12
DTD
53.4Zero-Shot Accuracy
12
DTD
0.11CovGap
12
DTD
76.71Accuracy
12
DTD
32.498Error Rate
12
DTD New classes
65.63Accuracy
12
DTD-Synthetic (test)
0.923PRO
12
DTD-Synthetic (test)
96AUROC
12
DTD
55.3Accuracy
12
DTD
39.2CW Robustness Score
11
DTD
0.9R^2
11
DTD (test)
55Test Accuracy
10
DTD
32.34AutoAttack Robustness
10
DTD
75.1ACC
10
DTD
99.1AUROC
10
DTD (Base)
85.84Top-1 Acc
10